Long-term decoding stability of local field potentials from silicon arrays in primate motor cortex during a 2D center out task
Objective. Many serious concerns exist in the long-term stability of brain–machine interfaces
(BMIs) based on spike signals (single unit activity, SUA; multi unit activity, MUA). Some …
(BMIs) based on spike signals (single unit activity, SUA; multi unit activity, MUA). Some …
[HTML][HTML] Parallel collaboration and closed-loop control of a cursor using multimodal physiological signals
Z Ye, Y Yu, Y Zhang, Y Liu, J Sun, Z Zhou… - Biocybernetics and …, 2024 - Elsevier
This paper explores the parallel collaboration of multimodal physiological signals,
combining eye tracker output signals, motor imagery, and error-related potentials to control a …
combining eye tracker output signals, motor imagery, and error-related potentials to control a …
Distinct neural patterns enable grasp types decoding in monkey dorsal premotor cortex
Objective. Recent studies have shown that dorsal premotor cortex (PMd), a cortical area in
the dorsomedial grasp pathway, is involved in grasp movements. However, the neural …
the dorsomedial grasp pathway, is involved in grasp movements. However, the neural …
Local-learning-based neuron selection for grasping gesture prediction in motor brain machine interfaces
Objective. The high-dimensional neural recordings bring computational challenges to
movement decoding in motor brain machine interfaces (mBMI), especially for portable …
movement decoding in motor brain machine interfaces (mBMI), especially for portable …
混合脑机接口在人机交互领域的应用综述.
刘迎欣, 李明, 于扬, 曾令李… - Control Theory & …, 2023 - search.ebscohost.com
在人机交互系统中, 如何使计算机更好地理解人类意图? 随着智能科技的发展,
这个问题越来越受到人们的关注. 脑机接口技术与脑科学密切结合, 在人机交互领域具有独特的 …
这个问题越来越受到人们的关注. 脑机接口技术与脑科学密切结合, 在人机交互领域具有独特的 …
Neural decoding using a parallel sequential Monte Carlo method on point processes with ensemble effect
Sequential Monte Carlo estimation on point processes has been successfully applied to
predict the movement from neural activity. However, there exist some issues along with this …
predict the movement from neural activity. However, there exist some issues along with this …
Decoding grasp movement from monkey premotor cortex for real-time prosthetic hand control
Brain machine interfaces (BMIs) have demonstrated lots of successful arm-related reach
decoding in past decades, which provide a new hope for restoring the lost motor functions …
decoding in past decades, which provide a new hope for restoring the lost motor functions …
Neural synergies for controlling reach and grasp movement in macaques
It has been suggested that the brain adopts a simplified strategy to coordinate a large
number of degrees of freedom in motor control. Synergies have been proposed as a strategy …
number of degrees of freedom in motor control. Synergies have been proposed as a strategy …
Non-human primate models and systems for gait and neurophysiological analysis
Brain–computer interfaces (BCIs) have garnered extensive interest and become a
groundbreaking technology to restore movement, tactile sense, and communication in …
groundbreaking technology to restore movement, tactile sense, and communication in …